Human Development and Trade Openness: A Case Study on Developing Countries

Size: px
Start display at page:

Download "Human Development and Trade Openness: A Case Study on Developing Countries"

Transcription

1 Advances in Management & Applied Economics, vol. 3, no.3, 2013, ISSN: (print version), (online) Scienpress Ltd, 2013 Human Development and Trade Openness: A Case Study on Developing Countries Burhan Kabadayı 1 Abstract According to the international trade theory, open market oriented industries, sectors or economies are more effective in allocating production factors among economics actors than the relatively closed ones. However; it is wondered whether being open market oriented is good for societies as a whole. Therefore, this study uses panel data analysis in order to examine the effects of trade openness with control variables on the living standards of medium high income level countries. For life standards indicators, human development index (HDI) was taken into account. Data were obtained from World Bank and data set covers the years between 1995 and In conclusion, the present study found positive effect of openness on living standards. JEL classification numbers: C33, F43 Keywords: Life standards, trade openness, panel data analysis 1 Introduction Trade openness affects the human development through two canals. Open market oriented economies increase their welfare by specializing on the sectors that they have comparative advantages, as Ricardo Ricardo discussed in the literature. More effective goods and services can be traded thanks to positive effect of specialization and scales of economies. In modern trade theories, economies can have higher growth rates by export led growth policies. Export led growth policies can be applied only in open market oriented economies. These kinds of arguments show the indirect effect of openness on human development. Openness positively affects economic growth and then economic growth affects human development. In the second canal, openness directly affects the 1 Erzincan University, Turkey. burhankabadayi@gmail.com Article Info: Received : January 24, Revised : February 12, Published online : May 1, 2013

2 194 Burhan Kabadayı human development. Countries not only exchange goods and services by free trade, but also exchange technology, ideas and ideology. By trading technology, ideas and ideology, world population has opportunity to choose the better and the more fruitful ones. This argument shows the direct effects of openness on human development. This study scans relevant literature and then examines the effects of trade openness with control variables on Developing Countries life standards using panel data analysis. HDI was taken as life standards indicators Data were obtained from World Bank. 2 Theoretical Framework Arguments on the relationships between trade openness and human development have a broad history as open market arguments in economics literature. After the criticisms of David Hume on Mercantilism and the valuable contributions of honorable Adam Smith to economics science, open market economy had received a general approval in the environment of economist. David Ricardo systemized Adam Smith s absolute advantages as comparative advantages. If countries specialize on the production of tradable goods and services that they have comparative advantages in trading them, they will increase their prosperity as a whole. Hecksher and Ohlin improved the theory of comparative advantages and developed the factor endowment theory. Until that period, all arguments about open market economy agreed that open market economy was better as a whole. Stolper and Samuelson claimed that free trade is advantageous for factors of production employed in export led industries and disadvantageous for the factors that employed in import led industry. Many empirical and theoretical studies in literature mainly examined the effects of openness on economic growth rates; on the other hand few studies researched the effects of openness on human development. In the theoretical study of Villenueva (1993),, the effect of openness on steady state growth rates was examined by neoclassical approaches. The effect of openness has the similar rate of effect of increase on health and education expenditures and it requires having higher steady state growth rates. Fatah et al (2012) examined the growth rates of China, Malaysia and Indonesia. They examined the effects of life expectancy at birth, openness, civil liberties, political rights, foreign direct investment and human development on economic growth. They used quantitative models to analyze the effects of explanatory variables on economic growth. Data were collected in 1980 and in They found that openness and HDI have positive and statistically significant effect on economic growth. Rigobon and Rodrick (2004) examined the relationship between rules of law, democracy, openness and income. Classic OLS models and GMM were used to analyze relationships between variables. For OLS model, income levels were taken as independent variable, and rule of law, democratic institution, openness, distance to equator, log of area and population were taken as explanatory variables. They concluded that openness has positive effects on income level but t statistic values are relatively lower. Although they found negative relationship between democracy and openness, positive relationship between openness and rule of law was found by GMM model. Eusufzai (1996) asked the question Can higher growth rates cause higher development in open countries? He examined the relationship between openness and human development. The Pearson correlation coefficients were calculated between Dollar s Openness Index and different types of HDIs for different types of country group. In

3 Human Development and Trade Openness: A Case Study on Developing Countries 195 conclusion, positive and higher correlation was found between openness and HDI. One of the studies that examined the effect of openness on human development is the article by Nourzad and Powell (2003). In that study, there different opened descriptions were used: total trade volume over GDP, black market premium and Dollar s openness index and panel data analysis were used for forty seven developing countries. The data set covered 1965 and Two main regression models were used. In the first regression, they examined the effect of openness through the variables as accessibility of clean water sources, real GDP, infant mortality rates, government expenditure on education and urban population growth rates on HDI. They examined the effect of openness, HDI and the other variables on real GDP. In conclusion, they found positive effect of openness (total trade over GDP) on both real GDP and HDI. Reuveny and Li (2003) examined the effect of openness and democracy on income inequality. GINI coefficient was taken as an indicator of income equality. The data set of the study covered the years between 1960 and The pooled time series analysis were used for 69 countries in order to control the hypothesis that trade openness increases income inequality in developed countries and decreases income inequality in less developed countries. GDP per capita, one decade lagged Gini coefficient and education spending were taken as control variables. They found statistically significant coefficient in openness for developed and less developed countries. When trade openness increased, the level of income inequality was found to decline. In the study of Asongu (2012), the effect of trade and financial openness on 52 African countries human development were analyzed through two-stage least squares instrumental variable methodology. The study period ranged between 1996 and It was found that while trade openness positively affects human development, financial openness has the opposite effect on human development in African countries. 3 Empirical Framework The empirical framework of the study included the effects of openness (OPEN) with some other control variables; GDP per capita growth rates (GRWTPC), health expenditures (HLTH) and a number of scientific and technical journal articles (PUB). Openness were calculated by summing up export and import over GDP (Makin, 2008, p: 8). All variables were obtained from World Bank database. The data set was collected from the countries with medium-high income level from 1995 and The logarithm of HLTH and PUB were used. Equation 1 shows the relationship between dependent and independent variables.. (1) where, ; Then, stationary properties of the variables were examined using first and second generation unit root tests. Levin, Lin, Chu and Im, Pesaran, Shin tests (Levin et al, 2002; Im et al, 2003) were applied for the first generation unit root test. Table 1 shows the tests results. Table 1: First Generation Unit Root Tests

4 196 Burhan Kabadayı LLC IPS Constant Constant and Trend Constant Constant and Trend Variables HDI A OPEN A C GRWTPC A A A A LPUB A LHLTH C ΔHDI A A A B ΔOPEN A B A A ΔGRWTPC A A A A ΔLPUB A A A A ΔLHLTH A A A A Notes: Δ is first differential operator. C, B and A are level of significance at 10%, 5% and 1% rate, respectively. Newey-West bandwidth selection with Bartlett kernel is used for both LLS and IPS. Schwarz info criteria are used in order to determine optimal lags. The results of LLC and IPS tests indicated the stationary of all variables by taking first difference. Cross section dependency was examined through Frees (1995), Friedman (1937) and Pesaran (2004) tests. When the number of cross section (N) is greater than time section (T), Pesaran tests results are useful. In our study, N = 30 and T = 15, therefore Pesaran test results were taken into consideration. Table 2: Cross Section Dependency Tests Frees Test Friedman Test Pesaran Test Stat. P. Val. Stat. P. Val. Stat. P. Val As shown in Table 2, the null hypothesis of the absence of cross section dependency was rejected by Pesaran cross section dependency test. In case of cross section dependency, Cross-section dependence and Augmented Dickey-Fuller tests (CADF) were applied and Table 3 shows the estimated results (Pesaran 2006). Table 3: Panel Unit Root Tests Under Cross Section Dependency Level First Difference Constant Constant and Trend Constant Constant and Trend Variables HDI C A A OPEN A A GRWTPC A A A A LPUB A A A LHLTH B A A A The results of CADF test indicated that HDI, GRWTPC, LPUB and LHLTH are

5 Human Development and Trade Openness: A Case Study on Developing Countries 197 stationary in level and the statistic for OPEN is relatively high. All variables are stationary by taking first difference. The fixed effect model is an appropriate model for focusing on a specific set of countries or firms (Baltagi, 2008). Therefore fixed effect panel data analysis was applied and Table 4 shows the results. Dependent variable: HDI Table 4: Results for Panel One Way Fixed Effect Estimation Variables Coefficient t statistic OPEN A GRWTPC A LPUB A LHLTH A Constant A R-squared Adj. R-squared DW- Stat F-statistic A The results of panel data analysis indicated that the coefficients of all variables are statistically significant and the coefficient signs are theoretically expected. Openness was found to have a positive effect on human development. Durbin Watson statistics obtained from the model were relatively low so it could be spurious regressions. Therefore, long term relationships between variables were examined using Kao (1999) and Pedroni (1999) residual based co-integration tests. Table 5 and Table 6 show the estimation outputs. Table 5: Kao Residuals Co-integration Test t stat prob ADF The results of Kao co-integration tests rejected the null hypothesis of no co-integration. Table 6: Pedroni Residuals Co-integration Test Weighted Statistics Prop Panel v stat Panel rho stat Panel PP stat Panel ADF stat Four statistics were calculated for Pedroni test, and the null hypothesis of no co-integration was rejected considering PP statistics. The regression models stated in Table 4 were decided to have long term relationships;

6 198 Burhan Kabadayı however disequilibrium were possible in the short run. Error correction model (ECM) was applied in order to examine short run relationships of the variables. Equation 2 parameterizes ECM of the variables. (2) (3) Table 7 shows the ERC s estimation outputs. Dependent variable: HDI Table7 : Results of Error Correction Model Variables Coefficient t statistic ΔOPEN ΔGRWTPC A ΔLPUP ΔLHLTH A U t-1 (Error Correction Coefficient) A Constant A R-squared Adj. R-squared DW- Stat F-statistic A The results of ECM indicated that the effect of openness on human development was statistically insignificant but the coefficient s sign was still positive. In the short run, openness had no significant effect on human development. Openness positively affected human development in long run. In addition, possible shocks on the variables tend to equilibrium at 11% rate in a year considering error correction coefficient. 4 Conclusion World economies have different factor endowments, production sources and different locations on earth. These kinds of differences give countries different capabilities to produce different goods and services and also give countries the abilities to produce the same goods and services with different cost of production. International trade lives on these kinds of differences. World countries have a chance to consume many kinds of goods and services that cannot be domestically obtained or produced relatively cheaply. Many works in literature examines the effects of openness on the growth rates of economies; but this study directly researches the effects of openness on human development. Panel data analyses were used to examine the effect of openness on human development with latent variables of component of human development index. In conclusion, openness was found to have positive effects on human development.

7 Human Development and Trade Openness: A Case Study on Developing Countries 199 References [1] Asongu, Simplice A. Globalization and Africa: Implications for Human Development. Munich Personal Repech Archive [2] Baltagi, B. H. (2008), Econometric Analysis of Panel Data, John Wiley & Sons, Ltd, UK. [3] Eusufzai, Zaki. "Openness, Economic Growth, and Development: Some Further Results." Economic Development and Cultural Change 44 (1996): [4] Fatah, Fazlen Abdul; Otman, Nasuddin and Abdullah, Shamsiah. Economic Growth, Political Freedom and Human Development: China, Indonesia and Malaysia. International Journal of Business and Social Science 3 (2012): 1 [5] Frees, E.W., Assessing cross-sectional correlation in panel data. Journal of Econometrics., 69 (1995) [6] Friedman, M., The use of ranks to avoid the assumption of normality implicit in the analysis of variance. Journal of the American Statistical Association 32 (1937), [7] Im, K. L., Pesaran, M. H., and Shin Y. (2003), Testing for Unit Roots in Heterogeneous Panels. Journal of Econometrics, 115, [8] Kao, C. (1999), Spurious Regression and Residual-Based Tests for Cointegration in Panel Data, Journal of Econometrics 90, 144 [9] Levin, A., Lin, C. F. and Chu, C. J. (2002) Unit Root Tests in Panel Data: Asymptotic and Finite-sample properties. Journal of Econometrics, 108, 1-24 [10] Makin, A. International Macroeconomic, UK: Pearson Education Limited [11] Nourzad, Farrokh and Powell, Jennifer J. Openness, Growth and Development: Evidence from a Panel of Developing Countries. Scientific Journal of Administrative Development 1(2003)1 [12] Perasan, H. A simple panel unit root test in the presence of cross section dependence. Cambridge University. (2006) Working Paper, No [13] Pedroni Critical values for cointegration tests in heterogeneous panels with multiple Regressors, Oxford Bulletin of Economics and Statistics, Special issue (1999) [14] Perasan, H. General diagnostic tests for cross section dependence in panels. University of Cambridge, (2004) Working Paper No [15] Reuveny, Rafeal and Li, Quan. Economic Openness, Democracy, and Income Inequality: An Empirical Analysis. Comparative Political Studies, 36 (2003) 5, pp: [16] Rigobon, Roberto and Rodrick, Dani. Rule of Law, Democracy, Openness, and Income: Estimating the Interrelationships. NBER Working paper [17] Villanueva, Delano. Openness, Human Development, and Fiscal Policies: Effects on Economic Growth and speed of Adjustment. IMF working paper, WP/93/59

Nexus between Income and Expenditure of Banks in India: A Panel Vector Error Correction Causality Analysis

Nexus between Income and Expenditure of Banks in India: A Panel Vector Error Correction Causality Analysis Nexus between Income and Expenditure of Banks in India: A Panel Vector Error Correction Causality Analysis Dr. K.Dhanasekaran Abstract Empirical research on Indian Bank efficiency has attracted a considerable

More information

An Empirical Test of the Environmental Kuznets Curve for CO2 in G7: A Panel Cointegration Approach. Yusuf Muratoğlu and Erginbay Uğurlu *

An Empirical Test of the Environmental Kuznets Curve for CO2 in G7: A Panel Cointegration Approach. Yusuf Muratoğlu and Erginbay Uğurlu * An Empirical Test of the Environmental Kuznets Curve for CO in G7: A Panel Cointegration Approach Yusuf Muratoğlu and Erginbay Uğurlu * ABSTRACT This paper examines the relationship among CO emissions,

More information

Department of Economics, UCSB UC Santa Barbara

Department of Economics, UCSB UC Santa Barbara Department of Economics, UCSB UC Santa Barbara Title: Past trend versus future expectation: test of exchange rate volatility Author: Sengupta, Jati K., University of California, Santa Barbara Sfeir, Raymond,

More information

OUTWARD FDI, DOMESTIC INVESTMENT AND INFORMAL INSTITUTIONS: EVIDENCE FROM CHINA WAQAR AMEER & MOHAMMED SAUD M ALOTAISH

OUTWARD FDI, DOMESTIC INVESTMENT AND INFORMAL INSTITUTIONS: EVIDENCE FROM CHINA WAQAR AMEER & MOHAMMED SAUD M ALOTAISH International Journal of Economics, Commerce and Research (IJECR) ISSN(P): 2250-0006; ISSN(E): 2319-4472 Vol. 7, Issue 1, Feb 2017, 25-30 TJPRC Pvt. Ltd. OUTWARD FDI, DOMESTIC INVESTMENT AND INFORMAL INSTITUTIONS:

More information

Energy Consumption and Economic Growth: Evidence from 10 Asian Developing Countries

Energy Consumption and Economic Growth: Evidence from 10 Asian Developing Countries J. Basic. Appl. Sci. Res., 2(2)1385-1390, 2012 2012, TextRoad Publication ISSN 2090-4304 Journal of Basic and Applied Scientific Research www.textroad.com Energy Consumption and Economic Growth: Evidence

More information

Econometrics of Panel Data

Econometrics of Panel Data Econometrics of Panel Data Jakub Mućk Meeting # 9 Jakub Mućk Econometrics of Panel Data Meeting # 9 1 / 22 Outline 1 Time series analysis Stationarity Unit Root Tests for Nonstationarity 2 Panel Unit Root

More information

Oil price and macroeconomy in Russia. Abstract

Oil price and macroeconomy in Russia. Abstract Oil price and macroeconomy in Russia Katsuya Ito Fukuoka University Abstract In this note, using the VEC model we attempt to empirically investigate the effects of oil price and monetary shocks on the

More information

ARDL Cointegration Tests for Beginner

ARDL Cointegration Tests for Beginner ARDL Cointegration Tests for Beginner Tuck Cheong TANG Department of Economics, Faculty of Economics & Administration University of Malaya Email: tangtuckcheong@um.edu.my DURATION: 3 HOURS On completing

More information

Export Led Growth in the Caribbean: Evidence from a panel cointegration assessment

Export Led Growth in the Caribbean: Evidence from a panel cointegration assessment Export Led Growth in the Caribbean: Evidence from a panel cointegration assessment 1 AUTHORS: ROGER HOSEIN, JEETENDRA KHADAN AND NIRVANA SATNARINE-SINGH CONFERENCE ON THE ECONOMY 2016 OCTOBER 13 TH 14

More information

An Econometric Modeling for India s Imports and exports during

An Econometric Modeling for India s Imports and exports during Inter national Journal of Pure and Applied Mathematics Volume 113 No. 6 2017, 242 250 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu ijpam.eu An Econometric

More information

CO INTEGRATION: APPLICATION TO THE ROLE OF INFRASTRUCTURES ON ECONOMIC DEVELOPMENT IN NIGERIA

CO INTEGRATION: APPLICATION TO THE ROLE OF INFRASTRUCTURES ON ECONOMIC DEVELOPMENT IN NIGERIA CO INTEGRATION: APPLICATION TO THE ROLE OF INFRASTRUCTURES ON ECONOMIC DEVELOPMENT IN NIGERIA Alabi Oluwapelumi Department of Statistics Federal University of Technology, Akure Olarinde O. Bolanle Department

More information

Econometric Methods for Panel Data

Econometric Methods for Panel Data Based on the books by Baltagi: Econometric Analysis of Panel Data and by Hsiao: Analysis of Panel Data Robert M. Kunst robert.kunst@univie.ac.at University of Vienna and Institute for Advanced Studies

More information

EC821: Time Series Econometrics, Spring 2003 Notes Section 9 Panel Unit Root Tests Avariety of procedures for the analysis of unit roots in a panel

EC821: Time Series Econometrics, Spring 2003 Notes Section 9 Panel Unit Root Tests Avariety of procedures for the analysis of unit roots in a panel EC821: Time Series Econometrics, Spring 2003 Notes Section 9 Panel Unit Root Tests Avariety of procedures for the analysis of unit roots in a panel context have been developed. The emphasis in this development

More information

Defence Spending and Economic Growth: Re-examining the Issue of Causality for Pakistan and India

Defence Spending and Economic Growth: Re-examining the Issue of Causality for Pakistan and India The Pakistan Development Review 34 : 4 Part III (Winter 1995) pp. 1109 1117 Defence Spending and Economic Growth: Re-examining the Issue of Causality for Pakistan and India RIZWAN TAHIR 1. INTRODUCTION

More information

Economtrics of money and finance Lecture six: spurious regression and cointegration

Economtrics of money and finance Lecture six: spurious regression and cointegration Economtrics of money and finance Lecture six: spurious regression and cointegration Zongxin Qian School of Finance, Renmin University of China October 21, 2014 Table of Contents Overview Spurious regression

More information

The causal relationship between energy consumption and GDP in Turkey

The causal relationship between energy consumption and GDP in Turkey The causal relationship between energy consumption and GDP in Turkey Huseyin Kalyoncu1, Ilhan Ozturk2, Muhittin Kaplan1 1Meliksah University, Faculty of Economics and Administrative Sciences, 38010, Kayseri,

More information

Nonstationary Panels

Nonstationary Panels Nonstationary Panels Based on chapters 12.4, 12.5, and 12.6 of Baltagi, B. (2005): Econometric Analysis of Panel Data, 3rd edition. Chichester, John Wiley & Sons. June 3, 2009 Agenda 1 Spurious Regressions

More information

Culture Shocks and Consequences:

Culture Shocks and Consequences: Culture Shocks and Consequences: the connection between the arts and urban economic growth Stephen Sheppard Williams College Arts, New Growth Theory, and Economic Development Symposium The Brookings Institution,

More information

Forecasting Foreign Direct Investment Inflows into India Using ARIMA Model

Forecasting Foreign Direct Investment Inflows into India Using ARIMA Model Forecasting Foreign Direct Investment Inflows into India Using ARIMA Model Dr.K.Nithya Kala & Aruna.P.Remesh, 1 Assistant Professor, PSGR Krishnammal College for Women, Coimbatore, Tamilnadu, India 2 PhD

More information

Contents. Part I Statistical Background and Basic Data Handling 5. List of Figures List of Tables xix

Contents. Part I Statistical Background and Basic Data Handling 5. List of Figures List of Tables xix Contents List of Figures List of Tables xix Preface Acknowledgements 1 Introduction 1 What is econometrics? 2 The stages of applied econometric work 2 Part I Statistical Background and Basic Data Handling

More information

A Perfect Specialization Model for Gravity Equation in Bilateral Trade based on Production Structure

A Perfect Specialization Model for Gravity Equation in Bilateral Trade based on Production Structure MPRA Munich Personal RePEc Archive A Perfect Specialization Model for Gravity Equation in Bilateral Trade based on Production Structure Majid Einian and Farshad Ravasan Graduate School of Management and

More information

Sixty years later, is Kuznets still right? Evidence from Sub-Saharan Africa

Sixty years later, is Kuznets still right? Evidence from Sub-Saharan Africa Quest Journals Journal of Research in Humanities and Social Science Volume 3 ~ Issue 6 (2015) pp:37-41 ISSN(Online) : 2321-9467 www.questjournals.org Research Paper Sixty years later, is Kuznets still

More information

Government expense, Consumer Price Index and Economic Growth in Cameroon

Government expense, Consumer Price Index and Economic Growth in Cameroon MPRA Munich Personal RePEc Archive Government expense, Consumer Price Index and Economic Growth in Cameroon Ngangue NGWEN and Claude Marius AMBA OYON and Taoufiki MBRATANA Department of Economics, University

More information

Government Expenditure and Economic Growth in Iran

Government Expenditure and Economic Growth in Iran International Letters of Social and Humanistic Sciences Online: 2013-09-26 ISSN: 2300-2697, Vol. 11, pp 76-83 doi:10.18052/www.scipress.com/ilshs.11.76 2013 SciPress Ltd., Switzerland Government Expenditure

More information

Study on Panel Cointegration, Regression and Causality Analysis in Papaya Markets of India

Study on Panel Cointegration, Regression and Causality Analysis in Papaya Markets of India International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 7 Number 01 (2018) Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2018.701.006

More information

Real exchange rate behavior in 4 CEE countries using different unit root tests under PPP paradigm

Real exchange rate behavior in 4 CEE countries using different unit root tests under PPP paradigm 1 Introduction Real exchange rate behavior in 4 CEE countries using different unit root tests under PPP paradigm Ghiba Nicolae 1, Sadoveanu Diana 2, Avadanei Anamaria 3 Abstract. This paper aims to analyze

More information

Cointegration and Tests of Purchasing Parity Anthony Mac Guinness- Senior Sophister

Cointegration and Tests of Purchasing Parity Anthony Mac Guinness- Senior Sophister Cointegration and Tests of Purchasing Parity Anthony Mac Guinness- Senior Sophister Most of us know Purchasing Power Parity as a sensible way of expressing per capita GNP; that is taking local price levels

More information

YANNICK LANG Visiting Student

YANNICK LANG Visiting Student THE STUDENT ECONOMIC REVIEWVOL. XXVIII EXPLAINING BILATERAL TRADE FLOWS IN IRELAND USING A GRAVITY MODEL: EMPIRICAL EVIDENCE FROM 2001-2011 YANNICK LANG Visiting Student The concept of equilibrium was

More information

Cointegration Analysis of Exports and Imports: The Case of Pakistan Economy

Cointegration Analysis of Exports and Imports: The Case of Pakistan Economy MPRA Munich Personal RePEc Archive Cointegration Analysis of Exports and Imports: The Case of Pakistan Economy Sharafat Ali Government Postgraduate College Kot Sultan District Layyah, Pakistan August 2013

More information

SOUTH AFRICA EXPORTS OF METAL AND ARTICLES OF BASE METAL: A GRAVITY MODEL APPROACH

SOUTH AFRICA EXPORTS OF METAL AND ARTICLES OF BASE METAL: A GRAVITY MODEL APPROACH SOUTH AFRICA EXPORTS OF METAL AND ARTICLES OF BASE METAL: A GRAVITY MODEL APPROACH J H Eita * and A C Jordaan U Abstract sing a gravity model, this study estimates trade potential of the metals and articles

More information

CHAPTER III RESEARCH METHODOLOGY. trade balance performance of selected ASEAN-5 countries and exchange rate

CHAPTER III RESEARCH METHODOLOGY. trade balance performance of selected ASEAN-5 countries and exchange rate CHAPTER III RESEARCH METHODOLOGY 3.1 Research s Object The research object is taking the macroeconomic perspective and focused on selected ASEAN-5 countries. This research is conducted to describe how

More information

An Empirical Analysis of RMB Exchange Rate changes impact on PPI of China

An Empirical Analysis of RMB Exchange Rate changes impact on PPI of China 2nd International Conference on Economics, Management Engineering and Education Technology (ICEMEET 206) An Empirical Analysis of RMB Exchange Rate changes impact on PPI of China Chao Li, a and Yonghua

More information

Estimates of the Sticky-Information Phillips Curve for the USA with the General to Specific Method

Estimates of the Sticky-Information Phillips Curve for the USA with the General to Specific Method MPRA Munich Personal RePEc Archive Estimates of the Sticky-Information Phillips Curve for the USA with the General to Specific Method Antonio Paradiso and B. Bhaskara Rao and Marco Ventura 12. February

More information

Pinnacle Economics & Finance (ISSN: ) Author(s) CC Attribution 3.0 License.

Pinnacle Economics & Finance (ISSN: )  Author(s) CC Attribution 3.0 License. Pinnacle Economics & Finance (ISSN: 2360-9486) http:/www.pjpub.org Author(s) 2016. CC Attribution 3.0 License. Research Article Vol. 2 (1), 2016. Accepted 6 th May, 2016. Economic Integration Of Pakistan:

More information

Parity Reversion of Absolute Purchasing Power Parity Zhi-bai ZHANG 1,a,* and Zhi-cun BIAN 2,b

Parity Reversion of Absolute Purchasing Power Parity Zhi-bai ZHANG 1,a,* and Zhi-cun BIAN 2,b 2016 3 rd International Conference on Economics and Management (ICEM 2016) ISBN: 978-1-60595-368-7 Parity Reversion of Absolute Purchasing Power Parity Zhi-bai ZHANG 1,a,* and Zhi-cun BIAN 2,b 1,2 School

More information

This is a repository copy of Estimating Quarterly GDP for the Interwar UK Economy: An Application to the Employment Function.

This is a repository copy of Estimating Quarterly GDP for the Interwar UK Economy: An Application to the Employment Function. This is a repository copy of Estimating Quarterly GDP for the Interwar UK Economy: n pplication to the Employment Function. White Rose Research Online URL for this paper: http://eprints.whiterose.ac.uk/9884/

More information

THE INFLUENCE OF FOREIGN DIRECT INVESTMENTS ON MONTENEGRO PAYMENT BALANCE

THE INFLUENCE OF FOREIGN DIRECT INVESTMENTS ON MONTENEGRO PAYMENT BALANCE Preliminary communication (accepted September 12, 2013) THE INFLUENCE OF FOREIGN DIRECT INVESTMENTS ON MONTENEGRO PAYMENT BALANCE Ana Gardasevic 1 Abstract: In this work, with help of econometric analysis

More information

Co-Integration and Causality among Borsa Istanbul City Indices and Borsa Istanbul 100 Index 1

Co-Integration and Causality among Borsa Istanbul City Indices and Borsa Istanbul 100 Index 1 International Journal of Business and Management Invention ISSN (Online): 2319 8028, ISSN (Print): 2319 801X Volume 6 Issue 10 October. 2017 PP 38-45 Co-Integration and Causality among Borsa Istanbul City

More information

Volume 30, Issue 1. Measuring the Intertemporal Elasticity of Substitution for Consumption: Some Evidence from Japan

Volume 30, Issue 1. Measuring the Intertemporal Elasticity of Substitution for Consumption: Some Evidence from Japan Volume 30, Issue 1 Measuring the Intertemporal Elasticity of Substitution for Consumption: Some Evidence from Japan Akihiko Noda Graduate School of Business and Commerce, Keio University Shunsuke Sugiyama

More information

Are real GDP levels nonstationary across Central and Eastern European countries?

Are real GDP levels nonstationary across Central and Eastern European countries? 99 Are real GDP levels nonstationary across Central and Eastern European countries? Pei-Long Shen 1, Chih-Wei Su 2 and Hsu-Ling Chang 3 Abstract This study applies the Sequential Panel Selection Method

More information

The Effects of Unemployment on Economic Growth in Greece. An ARDL Bound Test Approach.

The Effects of Unemployment on Economic Growth in Greece. An ARDL Bound Test Approach. 53 The Effects of Unemployment on Economic Growth in Greece. An ARDL Bound Test Approach. Nikolaos Dritsakis 1 Pavlos Stamatiou 2 The aim of this paper is to investigate the relationship between unemployment

More information

THE LONG-RUN DETERMINANTS OF MONEY DEMAND IN SLOVAKIA MARTIN LUKÁČIK - ADRIANA LUKÁČIKOVÁ - KAROL SZOMOLÁNYI

THE LONG-RUN DETERMINANTS OF MONEY DEMAND IN SLOVAKIA MARTIN LUKÁČIK - ADRIANA LUKÁČIKOVÁ - KAROL SZOMOLÁNYI 92 Multiple Criteria Decision Making XIII THE LONG-RUN DETERMINANTS OF MONEY DEMAND IN SLOVAKIA MARTIN LUKÁČIK - ADRIANA LUKÁČIKOVÁ - KAROL SZOMOLÁNYI Abstract: The paper verifies the long-run determinants

More information

Purchasing Power Parity and the European Single Currency: Some New Evidence

Purchasing Power Parity and the European Single Currency: Some New Evidence Christidou-Panagiotidis, 309-323 Purchasing Power Parity and the European Single Currency: Some New Evidence Maria Christidou Theodore Panagiotidis Abstract The effect of the single currency on the Purchasing

More information

DEPARTMENT OF ECONOMICS AND FINANCE COLLEGE OF BUSINESS AND ECONOMICS UNIVERSITY OF CANTERBURY CHRISTCHURCH, NEW ZEALAND

DEPARTMENT OF ECONOMICS AND FINANCE COLLEGE OF BUSINESS AND ECONOMICS UNIVERSITY OF CANTERBURY CHRISTCHURCH, NEW ZEALAND DEPARTMENT OF ECONOMICS AND FINANCE COLLEGE OF BUSINESS AND ECONOMICS UNIVERSITY OF CANTERBURY CHRISTCHURCH, NEW ZEALAND Testing For Unit Roots With Cointegrated Data NOTE: This paper is a revision of

More information

Volume 31, Issue 1. Mean-reverting behavior of consumption-income ratio in OECD countries: evidence from SURADF panel unit root tests

Volume 31, Issue 1. Mean-reverting behavior of consumption-income ratio in OECD countries: evidence from SURADF panel unit root tests Volume 3, Issue Mean-reverting behavior of consumption-income ratio in OECD countries: evidence from SURADF panel unit root tests Shu-Yi Liao Department of Applied Economics, National Chung sing University,

More information

Research Center for Science Technology and Society of Fuzhou University, International Studies and Trade, Changle Fuzhou , China

Research Center for Science Technology and Society of Fuzhou University, International Studies and Trade, Changle Fuzhou , China 2017 3rd Annual International Conference on Modern Education and Social Science (MESS 2017) ISBN: 978-1-60595-450-9 An Analysis of the Correlation Between the Scale of Higher Education and Economic Growth

More information

Title. Description. Quick start. Menu. stata.com. xtcointtest Panel-data cointegration tests

Title. Description. Quick start. Menu. stata.com. xtcointtest Panel-data cointegration tests Title stata.com xtcointtest Panel-data cointegration tests Description Quick start Menu Syntax Options Remarks and examples Stored results Methods and formulas References Also see Description xtcointtest

More information

Aviation Demand and Economic Growth in the Czech Republic: Cointegration Estimation and Causality Analysis

Aviation Demand and Economic Growth in the Czech Republic: Cointegration Estimation and Causality Analysis Analyses Aviation Demand and Economic Growth in the Czech Republic: Cointegration Estimation and Causality Analysis Bilal Mehmood 1 Government College University, Lahore, Pakistan Amna Shahid 2 Government

More information

Co-integration and Error-Correction Modeling of Agricultural Output. A Case of Groundnut

Co-integration and Error-Correction Modeling of Agricultural Output. A Case of Groundnut Co-integration and Error-Correction Modeling of Agricultural Output. A Case of Groundnut Ngbede,Samson Ochoche,Akintola,Joseph Olatunji 1. National Horticultural Research Institute,Mbato p m b 1076 Okigwe

More information

CHAPTER 21: TIME SERIES ECONOMETRICS: SOME BASIC CONCEPTS

CHAPTER 21: TIME SERIES ECONOMETRICS: SOME BASIC CONCEPTS CHAPTER 21: TIME SERIES ECONOMETRICS: SOME BASIC CONCEPTS 21.1 A stochastic process is said to be weakly stationary if its mean and variance are constant over time and if the value of the covariance between

More information

Are Forecast Updates Progressive?

Are Forecast Updates Progressive? MPRA Munich Personal RePEc Archive Are Forecast Updates Progressive? Chia-Lin Chang and Philip Hans Franses and Michael McAleer National Chung Hsing University, Erasmus University Rotterdam, Erasmus University

More information

This is a repository copy of The Error Correction Model as a Test for Cointegration.

This is a repository copy of The Error Correction Model as a Test for Cointegration. This is a repository copy of The Error Correction Model as a Test for Cointegration. White Rose Research Online URL for this paper: http://eprints.whiterose.ac.uk/9886/ Monograph: Kanioura, A. and Turner,

More information

Trade with differences in technologies

Trade with differences in technologies 4D INTERNATIONAL JOURNAL OF IT AND COMMERCE ISSN-2319-104X @4dcrossconnect.com.Inc2013 www.4dinternationaljournal.com Volume3,Issue-2-2013 Trade with differences in technologies Abstract Ramarcha Kumar

More information

Testing Purchasing Power Parity Hypothesis for Azerbaijan

Testing Purchasing Power Parity Hypothesis for Azerbaijan Khazar Journal of Humanities and Social Sciences Volume 18, Number 3, 2015 Testing Purchasing Power Parity Hypothesis for Azerbaijan Seymur Agazade Recep Tayyip Erdoğan University, Turkey Introduction

More information

Shortfalls of Panel Unit Root Testing. Jack Strauss Saint Louis University. And. Taner Yigit Bilkent University. Abstract

Shortfalls of Panel Unit Root Testing. Jack Strauss Saint Louis University. And. Taner Yigit Bilkent University. Abstract Shortfalls of Panel Unit Root Testing Jack Strauss Saint Louis University And Taner Yigit Bilkent University Abstract This paper shows that (i) magnitude and variation of contemporaneous correlation are

More information

Bristol Business School

Bristol Business School Bristol Business School Module Leader: Module Code: Title of Module: Paul Dunne UMEN3P-15-M Econometrics Academic Year: 07/08 Examination Period: January 2008 Examination Date: 16 January 2007 Examination

More information

Author: Yesuf M. Awel 1c. Affiliation: 1 PhD, Economist-Consultant; P.O Box , Addis Ababa, Ethiopia. c.

Author: Yesuf M. Awel 1c. Affiliation: 1 PhD, Economist-Consultant; P.O Box , Addis Ababa, Ethiopia. c. ISSN: 2415-0304 (Print) ISSN: 2522-2465 (Online) Indexing/Abstracting Forecasting GDP Growth: Application of Autoregressive Integrated Moving Average Model Author: Yesuf M. Awel 1c Affiliation: 1 PhD,

More information

THE TOURIST DEMAND IN THE AREA OF EPIRUS THROUGH COINTEGRATION ANALYSIS

THE TOURIST DEMAND IN THE AREA OF EPIRUS THROUGH COINTEGRATION ANALYSIS THE TOURIST DEMAND IN THE AREA OF EPIRUS THROUGH COINTEGRATION ANALYSIS N. DRITSAKIS Α. GIALITAKI Assistant Professor Lecturer Department of Applied Informatics Department of Social Administration University

More information

Modeling the economic growth of Arctic regions in Russia

Modeling the economic growth of Arctic regions in Russia Computational Methods and Experimental Measurements XVII 179 Modeling the economic growth of Arctic regions in Russia N. Didenko 1 & K. Kunze 2 1 St. Petersburg Polytechnic University, Russia 2 University

More information

A STUDY OF HUMAN DEVELOPMENT APPROACH TO THE DEVELOPMENT OF NORTH EASTERN REGION OF INDIA

A STUDY OF HUMAN DEVELOPMENT APPROACH TO THE DEVELOPMENT OF NORTH EASTERN REGION OF INDIA ABSTRACT A STUDY OF HUMAN DEVELOPMENT APPROACH TO THE DEVELOPMENT OF NORTH EASTERN REGION OF INDIA Human development by emphasizing on capability approach differs crucially from the traditional approaches

More information

Projektbereich B Discussion Paper No. B-393. Katrin Wesche * Aggregation Bias in Estimating. European Money Demand Functions.

Projektbereich B Discussion Paper No. B-393. Katrin Wesche * Aggregation Bias in Estimating. European Money Demand Functions. Projektbereich B Discussion Paper No. B-393 Katrin Wesche * Aggregation Bias in Estimating European Money Demand Functions November 1996 *University of Bonn Institut für Internationale Wirtschaftspolitik

More information

Testing for PPP: Should We Use Panel Methods??

Testing for PPP: Should We Use Panel Methods?? Empirical Economics manuscript No. (will be inserted by the editor) Testing for PPP: Should We Use Panel Methods?? Anindya Banerjee 1, Massimiliano Marcellino 2 and Chiara Osbat 3 1 Corresponding author:

More information

Volume 03, Issue 6. Comparison of Panel Cointegration Tests

Volume 03, Issue 6. Comparison of Panel Cointegration Tests Volume 03, Issue 6 Comparison of Panel Cointegration Tests Deniz Dilan Karaman Örsal Humboldt University Berlin Abstract The main aim of this paper is to compare the size and size-adjusted power properties

More information

Relationship between Trade Openness and Economic Growth in. Sri Lanka: a Time Series Analysis

Relationship between Trade Openness and Economic Growth in. Sri Lanka: a Time Series Analysis Relationship between Trade Openness and Economic Growth in Introduction Sri Lanka: a Time Series Analysis K.W.K. Gimhani 1, S. J Francis 2 Sri Lanka became the first South Asian country to liberalise its

More information

EXPORT-LED GROWTH: TIME SERIES APPROACH ANALYSIS CASE OF JORDAN, KUWAIT, AND EGYPT

EXPORT-LED GROWTH: TIME SERIES APPROACH ANALYSIS CASE OF JORDAN, KUWAIT, AND EGYPT EXPORT-LED GROWTH: TIME SERIES APPROACH ANALYSIS CASE OF JORDAN, KUWAIT, AND EGYPT Hussam-Eldin Daoud Assistant Professor, Economics, Business & Finance Department, Economic and Business Administration

More information

7. Integrated Processes

7. Integrated Processes 7. Integrated Processes Up to now: Analysis of stationary processes (stationary ARMA(p, q) processes) Problem: Many economic time series exhibit non-stationary patterns over time 226 Example: We consider

More information

Key Words: Political stability, Trade openness, Tourism development, Panel data analysis JEL Classification: C33, D70, F41, L83

Key Words: Political stability, Trade openness, Tourism development, Panel data analysis JEL Classification: C33, D70, F41, L83 POLITICAL STABILITY AND TOURISM DEVELOPMENT IN MEDITERRANEAN COUNTRIES: A PANEL COINTEGRATION AND CAUSALITY ANALYSIS Yilmaz Bayar Usak University/Department of Economics E-mail: yilmaz.bayar@usak.edu.tr

More information

UNIT ROOT TESTING USING COVARIATES: SOME THEORY AND EVIDENCE{

UNIT ROOT TESTING USING COVARIATES: SOME THEORY AND EVIDENCE{ OXFORD BULLETIN OF ECONOMICS AND STATISTICS, 61, 4 (1999) 0305-9049 UNIT ROOT TESTING USING COVARIATES: SOME THEORY AND EVIDENCE{ Guglielmo Maria Caporale and Nikitas Pittis I. INTRODUCTION In their seminal

More information

Do Policy-Related Shocks Affect Real Exchange Rates? An Empirical Analysis Using Sign Restrictions and a Penalty-Function Approach

Do Policy-Related Shocks Affect Real Exchange Rates? An Empirical Analysis Using Sign Restrictions and a Penalty-Function Approach ISSN 1440-771X Australia Department of Econometrics and Business Statistics http://www.buseco.monash.edu.au/depts/ebs/pubs/wpapers/ Do Policy-Related Shocks Affect Real Exchange Rates? An Empirical Analysis

More information

The Causal Relation between Savings and Economic Growth: Some Evidence. from MENA Countries. Bassam AbuAl-Foul

The Causal Relation between Savings and Economic Growth: Some Evidence. from MENA Countries. Bassam AbuAl-Foul The Causal Relation between Savings and Economic Growth: Some Evidence from MENA Countries Bassam AbuAl-Foul (babufoul@aus.edu) Abstract This paper examines empirically the long-run relationship between

More information

Exports and Economic Growth in Asian Developing Countries: Cointegration and Error-Correction Models

Exports and Economic Growth in Asian Developing Countries: Cointegration and Error-Correction Models Volume 24, Number 2, December 1999 Exports and Economic Growth in Asian Developing Countries: Cointegration and Error-Correction Models E.M. Ekanayake * 1 This paper uses cointegration and error-correction

More information

TERMS OF TRADE: THE AGRICULTURE-INDUSTRY INTERACTION IN THE CARIBBEAN

TERMS OF TRADE: THE AGRICULTURE-INDUSTRY INTERACTION IN THE CARIBBEAN (Draft- February 2004) TERMS OF TRADE: THE AGRICULTURE-INDUSTRY INTERACTION IN THE CARIBBEAN Chandra Sitahal-Aleong Delaware State University, Dover, Delaware, USA John Aleong, University of Vermont, Burlington,

More information

7. Integrated Processes

7. Integrated Processes 7. Integrated Processes Up to now: Analysis of stationary processes (stationary ARMA(p, q) processes) Problem: Many economic time series exhibit non-stationary patterns over time 226 Example: We consider

More information

Population Growth and Economic Development: Test for Causality

Population Growth and Economic Development: Test for Causality The Lahore Journal of Economics 11 : 2 (Winter 2006) pp. 71-77 Population Growth and Economic Development: Test for Causality Khalid Mushtaq * Abstract This paper examines the existence of a long-run relationship

More information

A Panel Test of Purchasing Power Parity. under the Null of Stationarity.

A Panel Test of Purchasing Power Parity. under the Null of Stationarity. A Panel Test of Purchasing Power Parity under the Null of Stationarity. John Hunter * and Mark Simpson Department of Economics, Brunel University, Uxbridge, Middlesex UB8 3PH Abstract Purchasing Power

More information

Existence of Export-Import Cointegration: A Study on Indonesia and Malaysia

Existence of Export-Import Cointegration: A Study on Indonesia and Malaysia Existence of Export-Import Cointegration: A Study on Indonesia and Malaysia Mohammad Zillur Rahman Assistant Professor, School of Business Studies Southeast University, Plot 64-B, Road#18-B, Banani, Dhaka,

More information

Wages in a General Equilibrium Time Series Model of the US. Henry Thompson

Wages in a General Equilibrium Time Series Model of the US. Henry Thompson Wages in a General Equilibrium Time Series Model of the US Henry Thompson Auburn University April 2008 Theoretical wage effects of changing product prices and inputs have been examined under various assumptions

More information

1 Quantitative Techniques in Practice

1 Quantitative Techniques in Practice 1 Quantitative Techniques in Practice 1.1 Lecture 2: Stationarity, spurious regression, etc. 1.1.1 Overview In the rst part we shall look at some issues in time series economics. In the second part we

More information

Christopher Dougherty London School of Economics and Political Science

Christopher Dougherty London School of Economics and Political Science Introduction to Econometrics FIFTH EDITION Christopher Dougherty London School of Economics and Political Science OXFORD UNIVERSITY PRESS Contents INTRODU CTION 1 Why study econometrics? 1 Aim of this

More information

Ladu and Meleddu, International Journal of Applied Economics, 13(1), March 2016, 15-31

Ladu and Meleddu, International Journal of Applied Economics, 13(1), March 2016, 15-31 15 Productivity, Wage and Inflation Relationship for a Sample of Developed Countries: New Evidence from Panel Cointegration Tests with Multiple Structural s Maria Gabriela Ladu a* & Marta Meleddu b* a

More information

Research on the Influence Factors of Urban-Rural Income Disparity Based on the Data of Shandong Province

Research on the Influence Factors of Urban-Rural Income Disparity Based on the Data of Shandong Province International Journal of Managerial Studies and Research (IJMSR) Volume 4, Issue 7, July 2016, PP 22-27 ISSN 2349-0330 (Print) & ISSN 2349-0349 (Online) http://dx.doi.org/10.20431/2349-0349.0407003 www.arcjournals.org

More information

ICT AND CAUSALITY IN THE NEW ZEALAND ECONOMY. Nancy Chu, Les Oxley and Ken Carlaw

ICT AND CAUSALITY IN THE NEW ZEALAND ECONOMY. Nancy Chu, Les Oxley and Ken Carlaw Proceedings of the 2005 International Conference on Simulation and Modelling V. Kachitvichyanukul, U. Purintrapiban, P. Utayopas, Chu, Oxley eds. and Carlaw ICT AND CAUSALITY IN THE NEW ZEALAND ECONOMY

More information

AS Population Change Question spotting

AS Population Change Question spotting AS Change Question spotting Changing rate of growth How the rate of growth has changed over the last 100 years Explain the reasons for these changes Describe global or national distribution. Study the

More information

The Output Effect of Trade Openness in China: Evidence from Provincial Data

The Output Effect of Trade Openness in China: Evidence from Provincial Data The Output Effect of Trade Openness in China: Evidence from Provincial Data Jang C. Jin (jcjin@cuhk.edu.hk) Chinese University of Hong Kong, Hong Kong Abstract Unlike other studies that concentrate on

More information

Journal of Economic Cooperation and Development, 35, 2 (2014), 71-90

Journal of Economic Cooperation and Development, 35, 2 (2014), 71-90 Journal of Economic Cooperation and Development, 35, 2 (2014), 71-90 The Causal Relationship Between Imports and Economic Growth in Tsangyao Chang 1, Beatrice D. Simo-Kengne 2 and Rangan Gupta 3 This paper

More information

Choice of Spectral Density Estimator in Ng-Perron Test: Comparative Analysis

Choice of Spectral Density Estimator in Ng-Perron Test: Comparative Analysis MPRA Munich Personal RePEc Archive Choice of Spectral Density Estimator in Ng-Perron Test: Comparative Analysis Muhammad Irfan Malik and Atiq-ur- Rehman International Institute of Islamic Economics, International

More information

A COMPARISON OF CAUSALITY TESTS APPLIED TO THE BILATERAL RELATIONSHIP BETWEEN CONSUMPTION AND GDP IN THE USA AND MEXICO GUISAN, M.

A COMPARISON OF CAUSALITY TESTS APPLIED TO THE BILATERAL RELATIONSHIP BETWEEN CONSUMPTION AND GDP IN THE USA AND MEXICO GUISAN, M. International Journal of Applied Econometrics and Quantitative Studies. Vol.1-1(2004) A COMPARISON OF CAUSALITY TESTS APPLIED TO THE BILATERAL RELATIONSHIP BETWEEN CONSUMPTION AND GDP IN THE USA AND MEXICO

More information

MEANING AND MEASURES OF DEVELOPMENT

MEANING AND MEASURES OF DEVELOPMENT MEANING AND MEASURES OF DEVELOPMENT PROFESSOR RODDY FOX RODDY.FOX@HV.SE 1 Outcomes of this Module Demonstrate a reasoned understanding of spatial variations at the global scale of selected development

More information

Eksamen på Økonomistudiet 2006-II Econometrics 2 June 9, 2006

Eksamen på Økonomistudiet 2006-II Econometrics 2 June 9, 2006 Eksamen på Økonomistudiet 2006-II Econometrics 2 June 9, 2006 This is a four hours closed-book exam (uden hjælpemidler). Please answer all questions. As a guiding principle the questions 1 to 4 have equal

More information

UNIVERSITY OF WARWICK. Summer Examinations 2015/16. Econometrics 1

UNIVERSITY OF WARWICK. Summer Examinations 2015/16. Econometrics 1 UNIVERSITY OF WARWICK Summer Examinations 2015/16 Econometrics 1 Time Allowed: 3 Hours, plus 15 minutes reading time during which notes may be made (on the question paper) BUT NO ANSWERS MAY BE BEGUN.

More information

A Horse-Race Contest of Selected Economic Indicators & Their Potential Prediction Abilities on GDP

A Horse-Race Contest of Selected Economic Indicators & Their Potential Prediction Abilities on GDP A Horse-Race Contest of Selected Economic Indicators & Their Potential Prediction Abilities on GDP Tahmoures Afshar, Woodbury University, USA ABSTRACT This paper empirically investigates, in the context

More information

Drivers of economic growth and investment attractiveness of Russian regions. Tatarstan, Russian Federation. Russian Federation

Drivers of economic growth and investment attractiveness of Russian regions. Tatarstan, Russian Federation. Russian Federation Drivers of economic growth and investment attractiveness of Russian regions M.V. Kramin 1, L.N. Safiullin 2, T.V. Kramin 1, A.V. Timiryasova 1 1 Institute of Economics, Management and Law (Kazan), Moskovskaya

More information

Unit Roots, Nonlinear Cointegration and Purchasing Power Parity

Unit Roots, Nonlinear Cointegration and Purchasing Power Parity Unit Roots, Nonlinear Cointegration and Purchasing Power Parity Alfred A. Haug and Syed A. Basher June 10, 2005 Abstract We test long run PPP within a general model of cointegration of linear and nonlinear

More information

Inflation Revisited: New Evidence from Modified Unit Root Tests

Inflation Revisited: New Evidence from Modified Unit Root Tests 1 Inflation Revisited: New Evidence from Modified Unit Root Tests Walter Enders and Yu Liu * University of Alabama in Tuscaloosa and University of Texas at El Paso Abstract: We propose a simple modification

More information

DEPARTMENT OF ECONOMICS

DEPARTMENT OF ECONOMICS ISSN 0819-64 ISBN 0 7340 616 1 THE UNIVERSITY OF MELBOURNE DEPARTMENT OF ECONOMICS RESEARCH PAPER NUMBER 959 FEBRUARY 006 TESTING FOR RATE-DEPENDENCE AND ASYMMETRY IN INFLATION UNCERTAINTY: EVIDENCE FROM

More information

A Study of Hotel Performance Under Urbanization in China

A Study of Hotel Performance Under Urbanization in China A Study of Hotel Performance Under Urbanization in China Jian Ming LUO, Faculty of International Tourism and Management, City University of Macau, Macao. E-mail: kennyluo@cityu.mo Abstract This paper studied

More information

Exports and Economic Growth in Pakistan: An Empirical Analysis Muhammad Azam

Exports and Economic Growth in Pakistan: An Empirical Analysis Muhammad Azam Exports and Economic Growth in Pakistan: An Empirical Analysis Abstract A close positive relationship between expansion in exports of a country and economic development has been observed by a good number

More information

PRELIMINARY ANALYSIS OF SPATIAL REGIONAL GROWTH ELASTICITY OF POVERTY IN SUMATRA

PRELIMINARY ANALYSIS OF SPATIAL REGIONAL GROWTH ELASTICITY OF POVERTY IN SUMATRA PRELIMINARY ANALYSIS OF SPATIAL REGIONAL GROWTH ELASTICITY. PRELIMINARY ANALYSIS OF SPATIAL REGIONAL GROWTH ELASTICITY OF POVERTY IN SUMATRA Waleerat Suphannachart and Budy P. Resosudarmo The Arndt-Corden

More information

ERC Working Papers in Economics 01/05 November Dynamics of the Trade Balance: The Turkish J-Curve

ERC Working Papers in Economics 01/05 November Dynamics of the Trade Balance: The Turkish J-Curve ERC Working Papers in Economics 01/05 November 2002 Dynamics of the Trade Balance: The Turkish J-Curve Elif Akbostancı Middle East Technical University Department of Economics, 06531, Ankara, Turkey elifa@metu.edu.tr

More information

Political Cycles and Stock Returns. Pietro Veronesi

Political Cycles and Stock Returns. Pietro Veronesi Political Cycles and Stock Returns Ľuboš Pástor and Pietro Veronesi University of Chicago, National Bank of Slovakia, NBER, CEPR University of Chicago, NBER, CEPR Average Excess Stock Market Returns 30

More information